How to Measure the Real Business Value of AI
AI’s value goes beyond cost savings. Learn how to measure revenue, productive capacity, faster delivery, better decisions, quality and new opportunities.
AO Knowledge Hub
News & Insights
Ideas, evidence and news for businesses building what comes next.
One library for everything AO publishes: our own perspective and research, practical articles that answer real questions, whitepapers from AO and our technology partners, company news and official announcements.
Browse
Five ways into AO thinking
AO NEWS
Latest AO News AO News
Customer wins, go-lives, partnerships, new markets and business developments from across AO.
PRESS RELEASE
View Press Releases Press Releases
Official media announcements and significant AO developments.
INSIGHT
Explore Insights Insights
AO perspective, analysis and point of view on the technology and market shifts our customers are living through.
ARTICLE
Read Articles Articles
Practical explainers, how-to guides, comparisons and decision frameworks written to answer a specific question.
WHITEPAPER
Browse Whitepapers Whitepapers & Reports
Long-form research, frameworks and downloadable reports from AO and selected technology partners.
Featured
Featured from AO
Engineering the digital foundations: AO Group's 2035 view
AI may change how we build, bank, work and make decisions. But the digital future still depends on something remarkably physical: more software, more data, more infrastructure and more energy — built around human needs that have changed far less than our technology.
CRM White Paper: Odoo vs. Salesforce
A detailed partner comparison of Odoo CRM and Salesforce covering functionality, pricing models, customisation, integration and total cost of ownership for growing enterprises.
E-commerce White Paper: Odoo, Adobe Commerce, Shopify, PrestaShop, WooCommerce, Wix and Salesforce Commerce Cloud
A partner comparison of seven e-commerce platforms covering storefront capability, catalogue and order management, extensibility, hosting and cost.
Library
Browse everything
46 resources
AO supplies biometric devices for paperless banking in Kenya
Early work with Kenyan banks introduced AO to the practical requirements of biometric transaction workflows.
How listening to customers led to the creation of AO
AO’s journey began with trusted relationships across Africa and a clear opportunity to build technology around customers’ real business needs.
An early biometric project supports access to humanitarian assistance
An early humanitarian engagement put AO’s problem-solving approach into practice, combining biometric technology with the realities of cross-border delivery.
AI applications from hype to business value
AI's value goes beyond generative tools. Explore its history and practical applications, from grounded knowledge assistants to prediction, agents and edge deployments.
What Tazama Deployments Around the World Mean for Safer Instant Payments
Tazama reports live deployments across Africa, Asia and the Americas. AO examines what that footprint means for banks and payment operators adopting open-source transaction monitoring.
Why Cloud Regions, Infrastructure Providers and Sub-processors Matter in Enterprise ERP
Connecting an AI service to an enterprise ERP can create a new international data-processing chain. AO Group examines cloud regions, sub-processors, POPIA, GDPR, encryption, retention and the questions organisations should answer before clicking “Connect”.
Product Sampling Is Being Digitally Transformed
Sampling has always worked because trial persuades. What is changing is everything around the sample: targeting, fulfilment, measurement and the connected journey that follows delivery.
The Sample Isn't the Value. The Data Journey Is.
Traditional sampling optimises for samples handed out. Digital sampling makes the surrounding journey — claim, fulfilment, delivery, trial and feedback — visible and measurable.
Stop Sampling Everyone
A physical sample has a real marginal cost, which makes poor targeting expensive. Intent-led digital sampling turns distribution into an audience strategy.